{"id":"W4413939167","doi":"10.24908/iqurcp19904","title":"Visual Contextual Cues","year":2025,"lang":"en","type":"article","venue":"Inquiry Queen s Undergraduate Research Conference Proceedings","topic":"Color perception and design","field":"Psychology","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Queen's University","funders":"","keywords":"Psychology; Sensory cue; Cognitive psychology; Computer science; Communication","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":true,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003394252,0.0007997398,0.0004033644,0.0003195251,0.0004735624,0.001124256,0.0005163631,0.0008329314,0.02003449],"category_scores_gemma":[0.005890901,0.0003346794,0.0003935585,0.000276969,0.000411065,0.0009747734,0.001836789,0.0006553864,0.001817934],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003567537,"about_ca_system_score_gemma":0.0005600257,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.002449137,"about_ca_topic_score_gemma":0.005321579,"domain_scores_codex":[0.9994498,0.00008395847,0.00005284268,0.0001718814,0.0001505572,0.00009081314],"domain_scores_gemma":[0.9985425,0.0006079752,0.0001996274,0.0002304277,0.0002725302,0.0001470097],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"bench_or_experimental","study_design_gemma":"observational","study_design_scores_codex":[0.004514631,0.0004609233,0.01443408,0.004646574,0.0001369912,0.002191577,0.005462237,0.002897454,0.6096761,0.01291144,0.01468026,0.3279878],"study_design_scores_gemma":[0.0006308539,0.006521249,0.2897448,0.00356979,0.001264771,0.005297601,0.006716972,0.009021768,0.1449037,0.03299799,0.4987105,0.0006200378],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.6881386,0.01173582,0.08978537,0.001724982,0.001785514,0.001774062,0.004470278,0.002308477,0.1982769],"genre_scores_gemma":[0.9287847,0.002621944,0.0505642,0.001465566,0.0001716717,0.000857093,0.001270489,0.0004334746,0.01383081],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02003449,"threshold_uncertainty_score":0.06702203,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1538483774854368,"score_gpt":0.4686123022680769,"score_spread":0.3147639247826401,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}